Freelancer profile translated to English.
Back to original languageAbout François
Accompanying companies in their digital transformation for 18 years, I enjoy discovering new business challenges and providing concrete solutions.
As a Data scientist, I work with my clients to help them leverage their business data.
How does this translate in practice?
- Project types: Feasibility study, technological watch, exploratory data analysis, model building & selection, model deployment & maintenance, complete data project lifecycle
- Deliverables & typical activities: business workshop, functional and technical specification, methodological note, model development/testing/optimization (Python/Scikit-learn/Keras/Seaborn/NLTK, Dash), dashboard creation, maintenance, training
- Listening skills, team spirit, results-oriented approach
18 years of experience in transformation projects also means:
- A cross-functional view of the needs and constraints of all project stakeholders and a deep understanding of business processes, particularly in Supply Chain and Finance
- Knowledge of sector-specific challenges in various markets: telecom operators, automotive suppliers, retail, metallurgy, agri-food, aeronautics, public sector
- Expertise in project management (V-model, agile, hybrid)
- Ability to communicate in writing and orally, adapting the level of detail to the audience
I look forward to discussing your business challenges with you, identifying management cases where your data can bring you value, and implementing end-to-end projects around your data.
---- Daily rate for indicative purposes, to be adapted according to the mission ----
---- Travel possible (Lille, Lyon, Grenoble, Strasbourg…) ----
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 30km)
Experience
- InexioData scientistCONSULTING AND AUDITSJune 2021 - June 2022 (1 year)Paris, FranceProfessional projects – Data ScientistProjects completed:- Exploratory analysis on education and health data (EDA, data visualization)- Implementation of a supervised model for energy consumption prediction- Implementation of a customer classification/segmentation model for an e-commerce platform (persona identification, determination and implementation of a segmentation stability indicator over time)- Implementation of a customer classification model for a marketplace (NLP preprocessing and computer vision preprocessing, SIFT computer vision model, CNN models and transfer learning techniques)- Implementation of a scoring model for a bank (cross-model comparison, hyperparameter optimization, creation of a Dash Plotly dashboard, continuous CI/CD deployment via Github and Heroku, implementation of an API between Python and Dash/Flask)- Deployment of a model in the AWS cloud (S3 bucket management, installation of a Python/Scala/Spark environment on EC2, creation of a computer vision model via transfer learning on Pyspark)
- InexioSAP ConsultantCONSULTING AND AUDITSApril 2020 - June 2021 (1 year and 2 months)Paris, FranceSAP Consultant / SAP Project ManagerProject types: Program Management, Supply Chain Functional ConsultantSectors: automotive supplier, agri-food
- DXC Technology FranceSenior Manager - SAP Manufacturing & DiversifiedDIGITAL AND ITOctober 2016 - March 2020 (3 years and 5 months)Paris, FranceProject Manager in charge of several SAP projects including a Green field S/4 EM implementation and an S/4 EM scoping in various industries (automotive supplier, agri-food, metallurgy, luxury).
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Education
- Data ScientistOpenClassroom2022Formation diplômante en partenariat avec CentraleSupélec. Des cours en lignes et 7 projets professionnalisants soutenus devant un jury pour développer des compétences dans l'analyse de données, la programmation de modèles de machine learning et le déploiement des algorithmes dans le cloud avec les outils du Big Data.
- Specialized MasterHEC PARIS2003MS MSIT, Management des systèmes d'information et des technologies